Package: RobustMediate
Title: Causal Mediation Analysis with Diagnostics and Sensitivity
        Analysis
Version: 0.1.1
Authors@R: 
    person("Subir", "Hait", email = "haitsubi@msu.edu",
           role = c("aut", "cre"),
           comment = c(ORCID = "0009-0004-9871-9677"))
Description: Provides tools for causal mediation analysis with
        continuous treatments using inverse probability weighting
        (IPW). Estimates natural direct and indirect effects over a
        user-defined treatment grid and supports flexible dose-response
        mediation analysis. Includes diagnostic procedures for
        assessing covariate balance in both treatment and mediator
        models using standardized mean differences. Implements
        pathway-specific extensions of the impact threshold for a
        confounding variable (ITCV; Frank, 2000
        <doi:10.1177/0049124100029002001>) adapted to mediation
        settings. Provides joint sensitivity analysis combining
        E-values (VanderWeele and Ding, 2017 <doi:10.7326/M16-2607>)
        and violations of sequential ignorability (Imai, Keele, and
        Yamamoto, 2010 <doi:10.1214/10-STS321>). Additional utilities
        include visualization of dose-response mediation functions,
        robustness profiles, fragility summaries, and formatted outputs
        for applied research. Supports clustered data structures and
        multiple outcome families.
License: MIT + file LICENSE
URL: https://github.com/causalfragility-lab/RobustMediate
BugReports: https://github.com/causalfragility-lab/RobustMediate/issues
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Depends: R (>= 4.1.0)
Imports: cli, ggplot2 (>= 3.4.0), rlang, scales, stats, broom
Suggests: covr, dplyr, knitr, lme4, pkgdown, rmarkdown, splines,
        testthat (>= 3.0.0), tidyr
Config/testthat/edition: 3
VignetteBuilder: knitr
Config/pak/sysreqs: libicu-dev
Repository: https://causalfragility-lab.r-universe.dev
Date/Publication: 2026-04-09 16:48:46 UTC
RemoteUrl: https://github.com/causalfragility-lab/robustmediate
RemoteRef: HEAD
RemoteSha: 79ac3304933479e90e3ffd837c3f6c08c6e375fc
NeedsCompilation: no
Packaged: 2026-07-16 06:58:29 UTC; root
Author: Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)
Maintainer: Subir Hait <haitsubi@msu.edu>